# Codellama 70b Instruct vs Muse Spark

> Muse Spark is the stronger model overall, scoring 50.6 to 33.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-muse-spark
- Last updated: 2026-10-10
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 0 categories and Muse Spark in 5 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Muse Spark leads 66.0 to 33.4.
- Codellama 70b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| Provider | Meta | Meta |
| Noometry Index | 33.7 | 50.6 |
| Rank | 237 | 46 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Proprietary |

## Coding

- Codellama 70b Instruct: 37.6 (#193)
- Muse Spark: 46.2 (#69)

| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| SciCode | — | 51.5% |
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1481 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |

## Reasoning

- Codellama 70b Instruct: 20.1 (#242)
- Muse Spark: 35.9 (#67)

| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1474 |
| CritPt | — | 11.3% |
| Epoch Capabilities Index | — | 152.04 |

## Math

- Codellama 70b Instruct: —
- Muse Spark: 47.8 (#66)

| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 88.9% |
| ProofBench | — | 17% |
| LMArena Math | — | 1455 |
| FrontierMath (Feb 2025 set) | — | 39% |
| FrontierMath Tier 4 (v1) | — | 14.6% |

## Knowledge

- Codellama 70b Instruct: —
- Muse Spark: 65.7 (#13)

| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| GPQA Diamond | — | 89.8% |
| Humanity's Last Exam | — | 40.6% |
| LMArena Expert | — | 1457 |

## Multimodal

- Codellama 70b Instruct: —
- Muse Spark: 43.4 (#24)

| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Vision | — | 1306 |
| LMArena Document | — | 1444 |

## Multilingual

- Codellama 70b Instruct: 24.8 (#288)
- Muse Spark: 56.1 (#24)

| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Non-English | 992 | 1464 |
| LMArena Chinese | — | 1509 |
| LMArena French | — | 1497 |
| LMArena German | — | 1497 |
| LMArena Korean | — | 1459 |
| LMArena Russian | — | 1466 |
| LMArena Spanish | — | 1472 |

## Instruction Following

- Codellama 70b Instruct: 51.9 (#293)
- Muse Spark: 75.9 (#51)

| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Instruction Following | 1024 | 1442 |

## Long Context

- Codellama 70b Instruct: —
- Muse Spark: 44.4 (#69)

| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Longer Query | — | 1451 |

## Writing & Preference

- Codellama 70b Instruct: 33.4 (#277)
- Muse Spark: 66.0 (#39)

| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Text | 1057 | 1474 |
| LMArena Creative Writing | — | 1459 |
| LMArena Multi-Turn | — | 1477 |

## FAQ

### Is Codellama 70b Instruct better than Muse Spark?

Muse Spark is the stronger model overall, scoring 50.6 to 33.7 on the Noometry Index.

### Is Codellama 70b Instruct or Muse Spark better for coding?

Muse Spark scores higher on coding benchmarks: 46.2 versus 37.6 in the Noometry coding category.

### How many benchmarks do Codellama 70b Instruct and Muse Spark share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Muse Spark has 27.